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Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels
Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems
Deep autoregressive neural networks for high-dimensional inverse problems
Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
Jupyter notebook and open-sources code we used in this class
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)
The second repository (GeoModeling_Conditional_ProGAN) is used for conditioning to well data and global features. This repository is for conditioning to geophysics-interpreted probability maps alone and together with well data and global features.
Unconditional Geomodeling related work (codes, data, and results)
Multi-Scale CCSIM
MSG StyleGAN in tensorflow
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
pytorch implemention of trajGRU.
The Python Reservoir Simulation Toolbox
Python code for building, calibrating, and post-processing groundwater flow and transport models using MODFLOW, MODPATH, MT3DMS, and PEST.
Python - 100天从新手到大师
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
convolutional lstm implementation in pytorch
PyTorch 官方中文教程包含 60 分钟快速入门教程,强化教程,计算机视觉,自然语言处理,生成对抗网络,强化学习。欢迎 Star,Fork!
PyTorch implementation of Recurrent U-Net; Recurrent U-Net for Resource-Constrained Segmentation
All about reservoir simulation: MRST, Python, datasets, recommended books, etc
Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel
Repo for SegNets, though the code also contains cycleGAN, SRGAN, and other modules
This repository contains MATLAB codes for visualization and plotting simulation results of Stanford ADGPRS (Automatic-Differentiation-based General Purpose Research Simulator).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.